Original Research • 2.2 Million Seasons Analyzed

Champions Trade Differently.

We analyzed 2.2 million dynasty seasons across thousands of Sleeper leagues. The data is clear: winners trade more, spend picks aggressively, and churn their rosters harder.

There's a debate that never dies in dynasty fantasy football: Do you need to trade to win? Some managers swear by the “set it and forget it” approach. Others are in the trade market every week, always wheeling and dealing.

We decided to settle it with data. We pulled transaction histories from thousands of Sleeper dynasty leagues — over 2.2 million roster-seasons — and cross-referenced trading activity with final standings. Here's what we found.

Winners Trade More

Champions

3.42

trades per season

Non-Winners

3.21

trades per season

+7%

More trades by winners

Champions consistently out-trade the rest of the league

It's not a massive gap — but it's consistent and statistically significant across 2.2 million seasons. Champions aren't just sitting on their rosters. They're actively looking for edges in the trade market.

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The U-Curve: Who Trades the Most?

When we broke down trades by final standing, a fascinating “U-shape” emerged. The teams that trade the most finish at the top and the bottom — but for very different reasons.

Average Trades per Season by Final Standing

1st
3.43
2nd
3.22
3rd
3.07
4th
2.98
5th
2.94
6th
2.88
7th
2.88
8th
2.95
9th
3.15
10th
3.44
11th
3.98
12th
4.73
Top finishers (buying to win)
Bottom finishers (selling to rebuild)

The Top (1st-3rd)

Contenders trade aggressively to fill roster gaps and push for the championship. They're buying proven talent and spending future picks to win now.

The Bottom (10th-12th)

Rebuilding teams are selling veterans and aging assets for picks and young players. Last-place teams average 4.73 trades — the highest of any group.

The dead zone? 5th through 8th place. These teams average just 2.88-2.95 trades — they're not buying to contend or selling to rebuild. They're stuck in the middle, and it shows.

Champions Are Pick Spenders

This is the biggest behavioral difference between winners and non-winners. Champions don't hoard draft picks — they spend them.

Champions

Picks sent5.72
Picks acquired4.18
Net picks-1.54

Non-Winners

Picks sent4.83
Picks acquired4.98
Net picks+0.15

Champions trade away future picks to win NOW.

Non-winners accumulate picks, hoping the future will be better. Champions make the future happen today.

The net difference is striking: champions are -1.54 picks per season while non-winners are +0.15. Winners are converting draft capital into proven production. Non-winners are doing the opposite — and it's costing them championships.

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Repeat Champions Trade Even More

If one championship could be a fluke, what about repeat winners? The data shows dynasty builders are dynasty traders.

Average Trades/Season by Career Championships

0 titles
2.7
1 title
3.31
2 titles
3.79
3+ titles
3.95
2.70

0 titles

3.95

3+ titles

+46%

more trades for 3+ champs vs. 0-title teams

Three-time champions average 3.95 trades per season — 46% more than teams that have never won. The pattern is clear: sustained dynasty success requires sustained trading activity. The teams that keep winning are the ones that keep dealing.

71.2%

of champions made at least one trade

during their championship season

71.2% traded
28.8%

Only about 1 in 4 champions won without making a single trade. The vast majority were active in the trade market.

It's Not Just Trades — Winners Are More Active Everywhere

Trading tells part of the story. But when we looked at total roster activity — trades plus waiver claims — the gap between winners and losers grew even wider.

Total Roster Moves per Season

Winners19.75
3.42
16.33 waivers
Non-Winners16.36
3.21
13.15 waivers
Trades
Waiver claims
+21%

More total roster moves

Winners aren't just trading more — they're working the waiver wire harder too

What Does This Mean for Your Dynasty League?

The data doesn't lie. Across 2.2 million dynasty seasons, the pattern is consistent:

Be active, not passive

Champions make 7% more trades and 21% more total roster moves. Sitting still is a losing strategy.

Spend picks to win

Champions are net pick spenders (-1.54/season). Don't hoard picks when you have a championship window.

Avoid the dead zone

5th-8th place teams trade the least. Pick a lane — contend or rebuild — and commit.

Stay engaged year-round

The waiver wire gap (16.33 vs 13.15) shows champions are paying attention every single week.

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Frequently Asked Questions

Do dynasty fantasy football champions trade more than other teams?

Yes. Analysis of 2.2 million dynasty seasons shows champions average 3.42 trades per season compared to 3.21 for non-winners — a 7% increase in trading activity.

How many trades do dynasty champions make per season?

Dynasty champions average 3.43 trades per season. Teams finishing 1st trade the most among playoff teams, while last-place teams trade even more (4.73) as they sell off assets for rebuilds.

Do dynasty champions trade away draft picks?

Yes. Champions are net pick spenders, sending 5.72 picks while acquiring only 4.18 (net -1.54 picks). Non-winners do the opposite, acquiring more picks than they send. Champions sacrifice future capital to win now.

What percentage of dynasty champions made at least one trade?

71.2% of dynasty champions made at least one trade during their championship season. Only 28.8% won without making a single trade.

How does roster activity differ between winners and non-winners?

Winners make 19.75 total roster moves per season (3.42 trades + 16.33 waivers) compared to 16.36 for non-winners (3.21 trades + 13.15 waivers). That's 21% more total roster activity.

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